Št. zadetkov: 9
Izvirni znanstveni članek
Oznake:
inteligentna proizvodnja;procesna industrija;napovedovanje napak;analiza procesov;strojno učenje;intelligent manufacturing;process industry;industrial data mining;defect prediction;C5.0 decision tree algorithms;random forest;process-oriented analytics;machine learning;
This study addresses a critical challenge in industrial big data analytics for smart manufacturing: conventional machine learning methods often fail to account for data discontinuities caused by scrapped defective intermediates in multi-stage production processes, inadvertently treating non-conformi ...
Leto:
2025
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Izvirni znanstveni članek
Oznake:
konvolucijske nevronske mreže;umetne nevronske mreže;globoko učenje;real-time scheduling;machine learning;deep reinforcement learning;DRL;spatial pyramid pooling layer;artificial neural networks;ANN;convolutional neural networks;CNN;
Dynamic real-time workshop scheduling on job arrival is critical for effective production. This study proposed a dynamic shop scheduling method integrating deep reinforcement learning and convolutional neural network (CNN). In this method, the spatial pyramid pooling layer was added to the CNN to ac ...
Leto:
2023
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Izvirni znanstveni članek
Oznake:
optimizacija;načrtovanje prosizvodnje;genetski algoritmi;scheduling;production scheduling;hybrid flow shop;optimization;genetic algorithms;completion time;
The aim of this paper is to investigate scheduling problems in manufacturing. After a brief introduction to the modelling approach to the scheduling problem, the study focuses on the optimization approach to the scheduling problem. Firstly, the different optimization approaches are categorised and t ...
Leto:
2022
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Izvirni znanstveni članek
Oznake:
proizvodna baza;lokacijski model;večciljni model;optimizacija;odločanje;referenca povpraševanja strank;sodelovalna proizvodnja;manufacturing base;location model;multi‐objective model;optimization;decision‐making;customer demand preference;collaborative manufacturing;
Improving customer satisfaction and shortening the manufacturing cycle have become common concerns of current manufacturers. This paper presents a multi-objective location model considering the maximization of collaborative manufacturing capabilities and service benefits. This method first uses the ...
Leto:
2021
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Izvirni znanstveni članek
Oznake:
železniško omrežje;optimizacija;planiranje želežniških tirov;railway network;optimization;train line planning;timetable scheduling;cross-line operation;passenger demand;origin-destination direct service frequency;genetic algorithm;
With the implementation of cross-line operation in high-speed railway system, accessibility of cross-line passengers on the railway network has substantially improved. However, due to limitations of capacity, it is hard to schedule a conflict-free timetable based on a train line plan with many cross ...
Leto:
2024
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Izvirni znanstveni članek
Oznake:
poslovni procesi;simulacija;strateške odločitve;fairness concerns;symmetrical manufacturing enterprises;resource-sharing;evolutionary game;simulation;digital economy;MATLAB;strategic decision;business models;
In recent years, the resource-sharing model has developed rapidly, and manufacturing enterprises have paid more attention to profit distribution and resource investment. Studying the role of fairness concern behaviour in enterprise resource-sharing decisions can provide strategic references for ente ...
Leto:
2024
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Izvirni znanstveni članek
Oznake:
proizvodnja;inženirirng;kompleksni izdelki;analiza vpliva sprememb;triparametrski interval siva številka;sivi relacijski model;metoda BWM (model najboljše-najslabše);Ginijeva metoda uteži;manufacturing;engineering;complex product;change impact analysis;three-parameter interval grey number;grey relational model;BWM method (best-worst model);Gini weighting method;
Change impact evaluation of complex product plays an important role in controlling change cost and improving change efficiency of engineering change enterprises. In order to improve the accuracy of engineering change impact evaluation, this paper introduces three-parameter interval grey number to ev ...
Leto:
2021
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Izvirni znanstveni članek
Oznake:
strojni vid;procesiranje slik;pametna proizvodnja;machine vision;image processing;visual recognition;feature matching;imaging quality;red light;translucent and flexible workpieces;infusion tube drip bucket;smart manufacturing;
In the automatic sorting process, overlapping translucent and flexible workpieces on the conveyor belt, blurring the imaging edge features of translucent and flexible workpieces is a challenge to locate the upper and lower workpieces spatially, we propose a method for locating translucent and flexib ...
Leto:
2023
Vir:
Digitalna knjižnica Univerze v Mariboru (DKUM)
Yoon Jeong Kim,
Sobha Sivaprasad,
Tariq Aslam,
Polona Jaki,
Vilma Jurate Balčiuniene,
Linda Visser,
Antonia M. Joussen,
Young Hee Yoon,
Timothy Y. Y. Lai,
Annabelle A. Okada,
Annabelle A. Okada
Pregledni znanstveni članek
Oznake:
central serous chorioretinopathy;treatment;ophthalmology;
Central serous chorioretinopathy (CSC) is a common ocular disease that causes vision loss, particularly in people of working age. Although it was first described over a century ago, research has expanded in recent years, transforming the understanding and management of this complex condition. Here, ...
Leto:
2025
Vir:
Repozitorij Univerze v Ljubljani (RUL)